Krira Chunker – Rust-native doc chunker for faster RAG pipelines

Summary: Krira Chunker is a Rust-based document chunker with Python bindings that accelerates RAG pipelines by being 40 times faster than LangChain’s Python chunker while maintaining constant memory usage regardless of scale.

What it does

It replaces slow, memory-intensive Python chunking with a Rust core accessed via a drop-in Python API, enabling efficient document chunking at any scale.

Who it's for

Developers building RAG systems who need faster, scalable chunking solutions.

Why it matters

It eliminates chunking bottlenecks in RAG pipelines by providing high-speed, low-memory document processing.